NeMo Framework
Sep 12, 2023
Power Your Business with NVIDIA AI Enterprise 4.0 for Production-Ready Generative AI
Crossing the chasm and reaching its iPhone moment, generative AI must scale to fulfill exponentially increasing demands. Reliability and uptime are critical...
4 MIN READ
Sep 12, 2023
Generative AI and Accelerated Computing for Spear Phishing Detection
Spear phishing is the largest and most costly form of cyber threat, with an estimated 300,000 reported victims in 2021 representing $44 million in reported...
5 MIN READ
Sep 09, 2023
NVIDIA TensorRT-LLM Supercharges Large Language Model Inference on NVIDIA H100 GPUs
Large language models (LLMs) offer incredible new capabilities, expanding the frontier of what is possible with AI. However, their large size and unique...
9 MIN READ
Aug 10, 2023
Pro Tips for Building Multilingual Recommender Systems
Picture this: You're browsing through an online store, looking for the perfect pair of running shoes. But with thousands of options available, where do you...
12 MIN READ
Jun 28, 2023
How to Deploy an AI Model in Python with PyTriton
AI models are everywhere, in the form of chatbots, classification and summarization tools, image models for segmentation and detection, recommendation models,...
6 MIN READ
Jun 27, 2023
Breaking MLPerf Training Records with NVIDIA H100 GPUs
At the heart of the rapidly expanding set of AI-powered applications are powerful AI models. Before these models can be deployed, they must be trained through...
15 MIN READ
Jun 14, 2023
How to Get Better Outputs from Your Large Language Model
Large language models (LLMs) have generated excitement worldwide due to their ability to understand and process human language at a scale that is...
13 MIN READ
Jun 06, 2023
Unlocking Speech AI Technology for Global Language Users: Top Q&As
Voice-enabled technology is becoming ubiquitous. But many are being left behind by an anglocentric and demographically biased algorithmic world. Mozilla Common...
10 MIN READ
May 02, 2023
How Speech Recognition Improves Customer Service in Telecommunications
The telecommunication industry has seen a proliferation of AI-powered technologies in recent years, with speech recognition and translation leading the charge....
7 MIN READ
Apr 26, 2023
An Introduction to Large Language Models: Prompt Engineering and P-Tuning
ChatGPT has made quite an impression. Users are excited to use the AI chatbot to ask questions, write poems, imbue a persona for interaction, act as a personal...
10 MIN READ
Apr 25, 2023
Increasing Inference Acceleration of KoGPT with NVIDIA FasterTransformer
Transformers are one of the most influential AI model architectures today and are shaping the direction of future AI R&D. First invented as a tool for...
6 MIN READ
Mar 15, 2023
How to Create a Custom Language Model
Generative AI has captured the attention and imagination of the public over the past couple of years. From a given natural language prompt, these generative...
12 MIN READ
Jan 31, 2023
Multilingual and Code-Switched Automatic Speech Recognition with NVIDIA NeMo
Multilingual automatic speech recognition (ASR) models have gained significant interest because of their ability to transcribe speech in more than one...
7 MIN READ
Jan 13, 2023
Entropy-Based Methods for Word-Level ASR Confidence Estimation
Once you have your automatic speech recognition (ASR) model predictions, you may also want to know how likely those predictions are to be correct. This...
12 MIN READ
Dec 08, 2022
Predict Protein Structures and Properties with Biomolecular Large Language Models
The NVIDIA BioNeMo service is now available for early access. At GTC Fall 2022, NVIDIA unveiled BioNeMo, a domain-specific framework and service for training...
3 MIN READ
Dec 07, 2022
AI Models Recap: Scalable Pretrained Models Across Industries
The year 2022 has thus far been a momentous, thrilling, and an overwhelming year for AI aficionados. Get3D is pushing the boundaries of generative 3D modeling,...
7 MIN READ